Author

P. LaMontagne

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Open access Sep 2026

Poor brain reserve increases mortality risk in glioblastoma

The findings highlight the potential of brain reserve as a new biomarker for brain tumor prognosis and treatment planning and establish significant associations between structural brain-reserve metrics and glioblastoma outcomes, independent of age and KPS.

Sree Gongala, Robin Ghotra, George Wang et al. · Neuro-Oncology Advances · 0 citations

Preprint Aug 2026

GenFAR: A generalized representation of brain structure, derived from 49,246 multi-cohort MRIs via deep learning

GenFAR, a modular deep learning framework that learns general, clinically informed features from brain MRIs, is introduced, showing that using the learned feature representation can substantially increase the sample efficiency of secondary deep learning training tasks and models, as well as improve their accuracy.

V. Bashyam, G. Erus, Jun-Hao Wen et al. · 0 citations